Kai Qiao1,2, Lydia Le Page1,2, Celine Taglang1,2, and Myriam M Chaumeil1,2
1Physical Therapy and Rehabilitation Science, University of California, San Francisco, San Francisco, CA, United States, 2Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, United States
Synopsis
The immune system plays an essential role in
various diseases, and macrophage activation patterns can vary greatly -
impacting intervention. We propose that 13C Magnetic Resonance
Spectroscopy (MRS) of hyperpolarized [1-13C] Pyruvate and [1-13C]
Dehydroascorbic acid (DHA) can differentiate between non-activated and M1 classically
activated macrophages at the clinically-relevant field strength of 1.47T. In M1-activated
macrophages we report increased HP Lactate from Pyruvate, and increased HP Ascorbic
Acid from DHA compared to Control cells. This study is a first in
differentiating between activated and non-activated macrophages with HP probes at
this field strength and could become a powerful translational tool.
Introduction
Macrophage activation is closely tied with neuroinflammation
in several diseases.1 Accurate determination of macrophage
activation state in vivo (pro-inflammatory
M1 vs. anti-inflammatory M22) would be of high interest
as it could lead to effective treatments and interventions. However, such
assessment remains challenging. Importantly, upon activation, macrophages appear
to undergo metabolic reprogramming, thus opening the door to using metabolic
imaging strategies to monitor M1/M2 activation. Compared to quiescent
macrophages, a recent study reported increased hyperpolarized (HP) [1-13C]
Lactate production in M1-activated macrophages at high field strength.3
Interestingly, M1-activated macrophages also produce reactive oxygen species
(ROS), increasing surrounding oxidative stress (OS).4 HP [1-13C]
Dehydroascorbic acid (DHA) has been previously used to monitor OS.5,6
Here we hypothesize that 13C Magnetic Resonance Spectroscopy (MRS) of
HP [1-13C] Pyruvate (Figure
1A) and [1-13C] DHA (Figure
1B) can detect M1 activation of macrophages at the clinically-relevant
field strength of 1.47 Tesla. Methods
Cell Culture: J774a.1 macrophages (ATCC) were grown in DMEM containing
10% FBS and 5% Penicillin/Streptomycin (UCSF). M1 activation was achieved with 100ng/mL
lipopolysaccharide (LPS) treatment for 24 hours. All passages used were ~4 – 14
to reduce the risk of genetic drift.
Spectrophotometric Assays: ROS levels and Lactate Dehydrogenase
(LDH) enzyme activity were measured using spectrophotometric assays (Abcam and
custom-made, respectively) on M1-activated cells (n = 3) and Controls (n = 3). ROS
data was reported as fold-change from Control. LDH data was normalized to
protein concentration quantified by Bradford assay (Thermofisher).
MR Acquisitions: 24uL of [1-13C] Pyruvate (15M) or 25uL
of [1-13C] DHA (2.2M) was polarized for 1h on a Hypersense dDNP
polarizer (Oxford Instruments), then dissolved in 4.5mL or 3.5mL buffer to yield
a final solution of 80mM or 15.72mM, respectively. Within 20s post-dissolution,
approximately 400uL of HP [1-13C] Pyruvate or [1-13C] DHA
was injected into a 5mm NMR tube containing a slurry of ~20 million cells in DMEM
(n = 3 Control vs M1-activated for Pyruvate, and n = 4 Control vs M1-activated
for DHA). Hyperpolarized spectra were then acquired on a 1.47T Oxford Pulsar
NMR system using: FA = 20°, TR = 3s,
total acquisition 5 minutes. Analysis was performed with Mestrenova (Mestrelab)
software on the summed spectra. Signal to noise ratios (SNR) were calculated for
probes and products. Data are reported as mean ± standard deviation, and are normalized
to cell number and final height of injection.
High resolution 1H NMR of Extracts: M1-activated (n = 2)
and Control (n = 2) J774a.1 metabolites were extracted using methanol/chloroform.
The resultant extracts were reconstituted in 400uL D2O and scanned
on an 800Mhz NMR system (Bruker) with a 1D NOESY sequence and NS = 384. Analysis was performed with Mestrenova, and reported as mean ± standard deviation
normalized to cell number and TSP.
Statistical analyses: HP SNR data were
tested with a paired t-test between M1-activated and non-activated n pairs. ROS
and LDH assays were tested with unpaired t-tests. All tests were performed with Prism
8 (GraphPad).Results
Upon injection of HP [1-13C]
Pyruvate to M1-activated and Control macrophages, HP [1-13C] Lactate
production could be detected at 183.3ppm, with Pyruvate shown at 171.1ppm (Figure 2A). The buildup of Lactate is
observed as Pyruvate signal decays (Figure
2B). Upon quantification, our results show that HP Lactate-to-Pyruvate
ratio was increased by 401% with M1 activation (p=0.018, 4.00x10-6
for M1-activated cells vs. 7.99x10-7 for Control cells) (Figure 2C). Interestingly, the increase
in HP Lactate-to-Pyruvate ratio was associated with an 48% increase in LDH
enzyme activity (p=0.025, 7.82x10-6 µM NADH/min/µg
for M1-activated vs. 5.28x10-6 µM NADH/min/µg
for Controls) (Figure 2D).
Upon injection of HP [1-13C]
DHA, HP [1-13C] Ascorbic Acid (AA) production could be detected at
178.8ppm in M1-activated and Control macrophages, with DHA at 175ppm (Figure 3A). AA signal gradually builds
up as the signal from DHA decays (Figure
3B). Upon quantification, our results show that the AA/DHA SNR was
unexpectedly increased by 98% in M1-activated cells compared to Control
(p=0.053, 4.84x10-6 in M1-activated vs. 2.44x10-6 in
Control) (Figure 3C). M1-activated
macrophages also exhibited a 2.5-fold increase in ROS compared to Control, in
line with their activation state (p=0.016) (Figure 3D).
On 1H NMR of extracts, NAD+ and GSH
resonances could be observed in M1-activated (Figure 4A) and Control macrophages (Figure 4B). Itaconate resonances at 5.35ppm and 5.82ppm confirmed M1-activation
by LPS. There was no significant difference in NAD+ levels between
groups (Figure 4C), though GSH levels
exhibited an increasing trend for activated macrophages compared to Control (Figure 4D). The increased GSH seen in
this n = 2 preliminary data may explain the observed increase in DHA to AA
conversion, but will need to be investigated further.Conclusions
This study demonstrates the potential of 13C
MRS of HP [1-13C] Pyruvate and HP [1-13C] DHA to differentiate
between M1-activated and non-activated macrophages at 1.47 Tesla. A significant
increase in HP Lactate and AA production in M1-activated macrophages was successfully
detected at this clinically relevant field. Future work in progress includes increasing
repeats to reach a fully powered study, and investigating the mechanisms behind
the observed increased in LDH and AA production in M1-activated macrophages.Acknowledgements
This work
was supported by research grants: NIH R01NS102156, Cal-BRAIN 349087, NMSS
research grant RG-1701-26630, Hilton Foundation – Marilyn Hilton Award for
Innovation in MS Research #17319. Dana Foundation: The David Mahoney
Neuroimaging program, NIH Hyperpolarized MRI Technology Resource Center
#P41EB013598.References
1. National
Academies of Sciences, Engineering, and Medicine. Biomarkers of
Neuroinflammation: Proceedings of a Workshop. National Academies Press, 2017; 4.
2. Martinez F.O., GordonS. The M1 and M2 Paradigm of Macrophage Activation: Time for Reassessment. F1000Prime Rep., 2014; 6: 13.
3. Sriram R., Nguyen J., Santos J., et al. Molecular Detection of Inflammation in Cell Models using Hyperpolarized 13C-pyruvate. Theranostics. 2018; 8(12): 3400-3407.
4. Rendra E., Riabov V., Mossel D.M., et al. Reactice Oxygen Species (ROS) in Macrophage Activation and Function in Diabetes. Immunobiology, 2019; 224(2): 242-253.
5. Keshari K.R., Kurhanewicz J., Bok R., et al. Hyperpolarized 13C Dehydroascorbate as an Endogenous Redox Sensor for in Vivo Metabolic Imaging. Proc Natl Acad Sci USA, 2011; 108(46): 18606-18611.
6. Bohndiek S.E., Kettunen M.I., Hu D., et al. Hyperpolarized [1-13C]-Ascorbic and Dehydroascorbic Acid: Vitamin C as a Probe for Imaging Redox Status in Vivo. Journal of the American Chemical Society, 2011; 133(30): 11795-11801.